pretrained models Archives – EntropySol AI

Tag: pretrained models

Computer Vision, Deep Learning, Fine Tuning, Learning Rate, Machine Learning, neural network, NLP, optimizer, pretrained models, PyTorch, training loop, Transfer Learning

Elevating AI: Fine-Tuning with PyTorch

Ibrahim

June 5, 2025

You have a powerful pretrained artificial intelligence model ready to tackle complex language or vision tasks. But how do you make it excel on your specific, niche data? The answer lies in fine tuning, a technique that adapts these general purpose giants to your unique needs. When it comes to building and refining these intelligent…
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context, Deep Learning, Natural Language Processing, Neural Networks, NLP, pretrained models, PyTorch, semantics, Skip gram, Transfer Learning, word embeddings, Word2Vec

Decoding Language: Word2Vec, Skip-gram, and Pretrained Models

Ibrahim

June 4, 2025

For artificial intelligence to truly understand human language, it first needs a way to represent words in a meaningful format. Traditional methods, like assigning a unique number to each word, fall short because they fail to capture any relationship between words. This is where the brilliant innovation of Word2Vec comes in, transforming words into numerical…
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